Ricky KiminTowards Data ScienceBuilding Spotify Discover Weekly Email Alert with LuigiA simple Luigi data pipeline10 min read·Jun 3, 2019--2--2
Ricky KiminTowards Data ScienceBuilding K-pop Idol Identifier with Amazon RekognitionImage recognition is a field in machine learning that has been intensively explored by many tech giants such as Google, Amazon, Microsoft…11 min read·May 25, 2019----
Ricky KiminTowards Data ScienceDeploying PySpark ML Model on Google Compute Engine as a REST APIStep-by-step tutorial12 min read·Dec 31, 2018----
Ricky KiminTowards Data ScienceStep-by-Step Tutorial: PySpark Sentiment Analysis on Google DataprocI recently had a chance to play around with Google Cloud Platform through a specialization course on Coursera; Data Engineering on Google…11 min read·Dec 24, 2018--7--7
Ricky KiminTowards Data ScienceUrban Sound Classification — Part 2: sample rate conversion, LibrosaThis is the 2nd part of my ongoing Urban Sound Classification project. You can find the previous posts from the below links.7 min read·Aug 4, 2018--3--3
Ricky KiminTowards Data ScienceUrban Sound Classification — Part 1: sound wave, digital audio signalIt’s been a while since my last post. So far I’ve been mainly writing about NLP, but I should admit that my focus was quite narrow. Out of…9 min read·Jun 24, 2018--5--5
Ricky KiminTowards Data ScienceYet Another Twitter Sentiment Analysis Part 1 — tackling class imbalanceI finished an 11-part series blog posts on Twitter sentiment analysis not long ago. Why do I want to do the sentiment analysis again? I…16 min read·Apr 20, 2018--11--11
Ricky KiminTowards Data ScienceSentiment Analysis with PySparkOne of the tools I’m deeply interested but haven’t had many chances to explore is Apache Spark. Most of the time, Pandas and Scikit-Learn…·8 min read·Mar 13, 2018--10--10
Ricky KiminTowards Data ScienceBayesball: Bayesian analysis of batting average*In addition to short code blocks I will attach, you can find the link for the whole Jupyter Notebook at the end of this post.13 min read·Mar 4, 2018--1--1
Ricky KiminTowards Data ScienceAnother Twitter sentiment analysis with Python — Part 11 (CNN + Word2Vec)This is the 11th and the last part of my Twitter sentiment analysis project. It has been a long journey, and through many trials and errors…14 min read·Feb 23, 2018--15--15